Multiscale statistical image models and Bayesian methods (original) (raw)

Multiscale statistical image models and Bayesian methods

Aleksandra Pizurica

Wavelet Applications in Industrial Processing, 2004

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A joint inter-and intrascale statistical model for Bayesian wavelet based image denoising

Aleksandra Pizurica

… , IEEE Transactions on, 2002

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A wavelet-based image denoising technique using spatial priors

Aleksandra Pizurica

Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101), 2000

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Wavelet-based image denoising using nonstationary stochastic geometrical image priors

Oleksiy Koval

Image and Video Communications and Processing 2003, 2003

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Denoising in Wavelet Domain Using Probabilistic Graphical Models

adil masood

International Journal of Advanced Computer Science and Applications, 2016

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Nonlocal Markovian models for image denoising

Alexandre Levada

Journal of Electronic Imaging, 2016

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Image denoising using a local Gaussian scale mixture model in the wavelet domain

Javier Portilla

Storage and Retrieval for Image and Video Databases, 2000

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Closed-form Bayesian image denoising: improving the adaptive Wiener filter through pairwise Gaussian-Markov random fields

Alexandre Levada

Communications in Statistics - Simulation and Computation, 2019

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Image denoising using scale mixtures of gaussians in the wavelet domain

Eero P Simoncelli, Javier Portilla

IEEE Transactions on Image Processing, 2003

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Image Denoising with an Orientation-Adaptive Gaussian Scale Mixture Model

Eero P Simoncelli

2006 International Conference on Image Processing, 2006

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Image Denoising using Gaussian Scale Mixtures in the Wavelet Domain

Jean-Pierre Hombach

IEEE Transactions on Image Processing, 2003

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Statistical Wavelet-based Image Denoising using Scale Mixture of Normal Distributions with Adaptive Parameter Estimation

Hossein Nezamabadi-pour

Journal of AI and Data Mining, 2020

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Analysis of multiresolution image denoising schemes using generalized Gaussian and complexity priors

Pierre Moulin

IEEE Transactions on Information Theory, 1999

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Adaptive probabilistic wavelet shrinkage for image denoising

Aleksandra Pizurica

2004

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Random cascades of Gaussian scale mixtures and their use in modeling natural images with application to denoising

Eero P Simoncelli

Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101)

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Estimating the probability of the presence of a signal of interest in multiresolution single-and multiband image denoising

Aleksandra Pizurica

Image Processing, IEEE Transactions …, 2006

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Denoising of multicomponent images using wavelet least-squares estimators

Aleksandra Pizurica

Image and Vision …, 2008

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Bayesian Denoising of Visual Images in the Wavelet Domain

Eero P Simoncelli

Bayesian Inference in Wavelet-Based Models, 1999

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Adaptive Wiener denoising using a Gaussian scale mixture model in the wavelet domain

Eero P Simoncelli

Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205)

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Removal of correlated noise by modeling spatial correlations and interscale dependencies in the complex wavelet domain

Bart Goossens

Image Processing, 2007. …, 2007

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Image Denoising Algorithms: From Wavelet Shrinkage to Nonlocal Collaborative Filtering

Aleksandra Pizurica

Wiley Encyclopedia of Electrical and Electronics Engineering, 2017

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Joint denoising and decompression: A patch-based Bayesian approach

Javier Preciozzi

2017 IEEE International Conference on Image Processing (ICIP), 2017

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Image denoising using mixtures of Gaussian scale mixtures

Javier Portilla Muelas

2008 15th IEEE International Conference on Image Processing, 2008

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Image Modeling and Denoising With Orientation-Adapted Gaussian Scale Mixtures

Eero P Simoncelli

IEEE Transactions on Image Processing, 2008

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Image denoising using wavelets and spatial context modeling

Aleksandra Pizurica

2002

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Signal denoising with hidden Markov models using hidden Markov trees as observation densities

Diego Milone

2008 IEEE Workshop on Machine Learning for Signal Processing, 2008

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Nonparametric Bayesian estimation structures in the wavelet domain of multiple noisy image copies

Nabil Chetih, Abdelwahhab Boudjelal, Zoubeida Messali

2012 6th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT), 2012

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Wavelet-based image denoising with the normal inverse Gaussian prior and linear MMSE estimator

M.N.S. Swamy

Image Processing, IET, 2008

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Removal of correlated noise by modeling the signal of interest in the wavelet domain

Aleksandra Pizurica

Image Processing, IEEE …, 2009

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